Interesting write-up and sounds like a great event. It is true that more data does not necessarily mean better data. However, less data is not “better”. It may be better from a privacy perspective but in a statistical sense extra data points have at worst zero value. In this case they can be ignored/thrown out. There is a real cost to statistical analysis if data that turns out to be of value was excluded from the initial data collection.